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Phase transitions in machine learning
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L. Saitta |
"Phase transitions typically occur in combinatorial computational problems and have important consequences, especially with the current spread of statistical relational learning and as sequence learn… |
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Scaling up machine learning
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Ron Bekkerman |
"This book presents an integrated collection of representative approaches for scaling up machine learning and data mining methods on parallel and distributed computing platforms. Demand for paralleli… |
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Density ratio estimation in machine learning
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Masashi Sugiyama |
"Machine learning is an interdisciplinary field of science and engineering that studies mathematical theories and practical applications of systems that learn. This book introduces theories, methods,… |
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Dictionary of computer vision and image processing
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R. B. Fisher,Craig Robertson,Robert Fisher,Ken Dawson-Howe,Andrew Fitzgibbon,Emanuele Trucco |
"Developments in computer vision, image analysis and image processing are progressing at a remarkable rate. The breadth of application is vast, covering a range of subject areas from physics and math… |
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The path to path-traced movies
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Per Christensen |
Path tracing is one of several techniques to render photorealistic images by simulating the physics of light propagation within a scene. The roots of path tracing are outside of computer graphics, in… |
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